How to Scrape User Accounts on Instagram and TikTok Using AWS: Best Practices and Tools?

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Yo, AWS is def a game-changer for scraping. I’ve been using Scrapy with AWS Lambda for smaller tasks, and it’s super cost-effective.

For TikTok, their API is a pain, but you can try using TikTok’s own endpoints with a custom wrapper. Just make sure to randomize your request headers and use residential proxies—datacenter ones get flagged too fast.

Instagram’s a bit easier. I’ve been using InstagramAPI-Python with rotating proxies, and it’s been working fine. Just keep your request rate low, like 1 request every 5-10 seconds.

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